Real-time marketing data platform — Telco

Sep 2021 — present

Technical lead for the data workstream renewing a marketing platform around Pega CDH on GCP. Designed a data model optimized for Pega CDH requirements and led the build of 50+ Data Fusion pipelines moving and transforming data between BigQuery and PostgreSQL. Also delivered a custom web application for executing marketing and regulatory campaigns across digital and analog channels, plus ongoing support and feature development post-launch.

BigQueryData FusionPub/Sub BigtableCloud SQLGKE Cloud Run FunctionsPython

Data platform & risk classification — Telco

Jan 2021 — Aug 2021

Designed and built a GCP data platform: a data lake on Cloud Storage feeding a BigQuery staging area, consolidated into a star-schema dimensional model for BI reporting. Implemented a SQL-based risk classification engine on BigQuery, exposed to authorized users through a custom web app on App Engine.

Cloud StorageBigQueryApp Engine TalendFlask

Data lake & ETL for reporting — Automotive

Mar 2020 — Jul 2020

Ingested data into a data lake and built ETL processes to make data available to reporting tools, using Python and Scala on AWS.

AWS S3GlueLambda RedshiftPythonScala

Warehouse & production KPI monitoring — Automotive

Jun 2018 — Jul 2019

Built a monitoring tool computing metrics, KPIs and financial indicators over actual and forecast data for warehouses and production plants, on an AWS Big Data platform.

AWS S3LambdaData Pipeline EMRRedshiftApache Spark

Additional engagements: procurement data lake assessment and API back-end (Gas & Oil), heterogeneous-source ETL for a BI system (Energy, Talend/Spark on AWS), centralized API management (Manufacturing & Luxury, Azure), and an internal proof of concept for face/speech AI analysis (Azure Cognitive Services, Flask).

Project 01 — this site

2026

This portfolio is itself a low-cost GCP reference architecture: a FastAPI app on Cloud Run, provisioned with Terraform, deployed via GitHub Actions, with a small real-time analytics pipeline (Pub/Sub → Cloud Function → BigQuery → Looker Studio) tracking visits to this very page. Full write-up and architecture diagram coming as the build progresses.

Cloud RunTerraformPub/Sub Cloud FunctionsBigQueryLooker Studio Python

Project 02 — coming soon

planned

A streaming or batch data engineering project, written up in depth.